yohanesnuwara / machine-learning
Practicing machine learning (from scratch) with Python 🐍
☆16Updated 3 years ago
Alternatives and similar repositories for machine-learning:
Users that are interested in machine-learning are comparing it to the libraries listed below
- Quantitative interpretation methods for reservoir characterization using well log analysis and quantitative seismic rock physics☆13Updated 5 years ago
- Python utility for formation evaluation and petrophysical analysis support☆39Updated 4 months ago
- This project attempts to construct a missing well log from other available well logs, more specifically an NMR well log from the measured…☆35Updated 4 years ago
- Prediction of Equinor Volve well logs Data☆18Updated 4 years ago
- This is for AI prediction using seismic attributes☆23Updated 5 years ago
- We have developed a simple, 1 layer neural network to estimate Rock Types☆18Updated 3 years ago
- Philliec459 / Jupyter-Notebooks_for-Characterization-of-a-New-Open-Source-Carbonate-Reservoir-Benchmarking-Case-StWe have used the new hierarchical carbonate reservoir benchmarking case study created by Costa Gomes J, Geiger S, Arnold D to be used for…☆21Updated last year
- Neural network based petrophysical property inversion☆35Updated 4 years ago
- Worked solutions of Prof. Mark Zoback's Reservoir Geomechanics course (StanfordOnline: GEOPHYSX0001) homeworks implemented using Python i…☆71Updated last year
- ☆23Updated 3 years ago
- Seismic Reservoir Modeling Python package☆96Updated 8 months ago
- Basic Well Log Interpretation with python, pandas, matplotlib☆12Updated 8 years ago
- Python package to support investigation of geoscience problems including geophysics, rock physics, petrophysics, and data read/write in c…☆35Updated 2 years ago
- Python implementations in geophysical methods: seismic and gravity☆87Updated 2 years ago
- seismic-well tie in Python☆30Updated 3 months ago
- ☆56Updated 6 years ago
- Philliec459 / NEW-Carbonate-Characterization-Workflow-Jupiter-Notebook-Modules-with-Clerke-Arab-D-Calibration-DataCarbonate Reservoir Characterization workflow using Clerke’s carbonate Arab D Rosetta Stone calibration data to provide for a full pore s…☆19Updated 2 years ago
- A comprehensive Open Source repository for Petrophysics, providing tools, scripts, and resources for analyzing subsurface data. Ideal for…☆22Updated 2 months ago
- ☆30Updated 4 years ago
- An example of carrying out unsupervised cluster analysis for facies prediction from Well Logs☆18Updated 3 years ago
- Predict Petrophysical Rock Types (PRT) using KNN☆11Updated 3 years ago
- A rock physics library for Python☆42Updated 2 years ago
- ☆38Updated 4 years ago
- Pore pressure prediction using seismic velocity and well log data☆91Updated 4 years ago
- Exploring 118 wells of 1 MM+ rows and 29 columns of wireline petrophysical data using the Pandas library. Analysed & Visualised wirelin…☆11Updated 3 weeks ago
- Exploration of machine learning in geoscience use cases☆73Updated 10 months ago
- ☆28Updated 3 months ago
- ☆40Updated 4 years ago
- Repository for the 2021 Machine Learning workshop☆13Updated 3 years ago
- Examples on how to develop your own Machine Learning tools and workflows☆22Updated last year